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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Staple Line Bleeding Recognition | 1 | 1 | Feb 18, 2026 | |
| Hand-Object Interaction Video Generation | 1 | 1 | Mar 24, 2026 | |
| Mirror Segmentation | 1 | 2 | Feb 18, 2026 | |
| FL measurement | 1 | 1 | Feb 18, 2026 | |
| Multi-episode Video Understanding | 1 | 1 | Feb 18, 2026 | |
| Instance Classification | 1 | 1 | Feb 18, 2026 | |
| Multi-Object Tracking (Car) | 1 | 1 | Feb 18, 2026 | |
| 3D Object Autolabeling Quality | 1 | 1 | Feb 18, 2026 | |
| Audiovisual Question Answering |
| 1 |
| 2 |
| Apr 21, 2026 |
| Dimensional Facial Expression Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Verification of Signature Recovery | 1 | 1 | Feb 18, 2026 |
|---|
| Object Detection Explanation | 1 | 1 | Feb 18, 2026 |
|---|
| Diabetic Retinopathy (DR) Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Glaucoma Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Attribution Fidelity | 1 | 1 | Feb 18, 2026 |
|---|
| Age-Related Macular Degeneration (AMD) Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Video Robustness Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Coronary Artery Calcium (CAC) Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| UI element detection | 1 | 1 | Feb 18, 2026 |
|---|
| Hand contact estimation | 1 | 1 | Feb 18, 2026 |
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| Humanoid Object Grasping and Trajectory Following | 1 | 1 | Feb 18, 2026 |
|---|
| Composed Person Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Image-based Virtual Try-On | 1 | 1 | Feb 18, 2026 |
|---|
| Segmentation Map Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Few-shot 3D Classification | 1 | 2 | Feb 20, 2026 |
|---|